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CDC: A Simple Framework for Complex Data Clustering

10 January 2025

Papers citing "CDC: A Simple Framework for Complex Data Clustering"

26 / 26 papers shown

Title
Dink-Net: Neural Clustering on Large Graphs Yue Liu K. Liang Jun Xia Sihang Zhou Xihong Yang Xinwang Liu Stan Z. Li GNN 114 55 0 28 May 2023
Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity Dong Huang Changdong Wang Jianhuang Lai 60 137 0 22 Mar 2022
Deep Graph Clustering via Dual Correlation Reduction Yue Liu Wenxuan Tu Sihang Zhou Xinwang Liu Linxuan Song Xihong Yang En Zhu 64 209 0 29 Dec 2021
Multi-view Contrastive Graph Clustering Erlin Pan Zhao Kang 58 197 0 22 Oct 2021
Consistent Multiple Graph Embedding for Multi-View Clustering Yiming Wang Dongxia Chang Zhiqiang Fu Yao Zhao 57 57 0 11 May 2021
Reconsidering Representation Alignment for Multi-view Clustering Daniel J. Trosten Sigurd Løkse Robert Jenssen Michael C. Kampffmeyer 62 124 0 13 Mar 2021
Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view Zhao Kang Zhiping Lin Xiaofeng Zhu Wenbo Xu 121 239 0 16 Feb 2021
HDMI: High-order Deep Multiplex Infomax Baoyu Jing Chanyoung Park Hanghang Tong 129 167 0 15 Feb 2021
Deep Fusion Clustering Network Wenxuan Tu Sihang Zhou Xinwang Liu Xifeng Guo Zhiping Cai En Zhu Jieren Cheng 63 182 0 15 Dec 2020
Graph Clustering with Graph Neural Networks Anton Tsitsulin John Palowitch Bryan Perozzi Emmanuel Müller GNN AI4CE 78 266 0 30 Jun 2020
Contrastive Multi-View Representation Learning on Graphs Kaveh Hassani Amir Hosein Khas Ahmadi SSL 232 1,302 0 10 Jun 2020
CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data Xiang Li B. Kao Caihua Shan Dawei Yin Martin Ester 37 9 0 08 Jun 2020
Deep Graph Contrastive Representation Learning Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang SSL 73 818 0 07 Jun 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 306 2,732 0 02 May 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 318 1,119 0 13 Feb 2020
Structural Deep Clustering Network Deyu Bo Xiao Wang C. Shi Meiqi Zhu Emiao Lu Peng Cui GNN 79 497 0 05 Feb 2020
Large-scale Multi-view Subspace Clustering in Linear Time Zhao Kang Wangtao Zhou Zhitong Zhao Junming Shao Meng Han Zenglin Xu 117 412 0 21 Nov 2019
Multi-scale Attributed Node Embedding Benedek Rozemberczki Carl Allen Rik Sarkar GNN 266 861 0 28 Sep 2019
Attributed Graph Clustering: A Deep Attentional Embedding Approach Chun Wang Shirui Pan Ruiqi Hu Guodong Long Jing Jiang Chengqi Zhang GNN 57 514 0 15 Jun 2019
Attributed Graph Clustering via Adaptive Graph Convolution Xiaotong Zhang Han Liu Qimai Li Xiao-Ming Wu GNN 82 295 0 04 Jun 2019
Learning Graph Embedding with Adversarial Training Methods Shirui Pan Ruiqi Hu S. Fung Guodong Long Jing Jiang Chengqi Zhang GNN GAN 67 285 0 04 Jan 2019
Deep Graph Infomax Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 130 2,386 0 27 Sep 2018
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 509 15,300 0 07 Jun 2017
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 151 3,586 0 21 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,876 0 03 Jul 2016